April 2023

VOlUME 06 ISSUE 04 APRIL 2023
The Effect of Educational-job Mismatch on Company’s Productivity: A Panel Data Approach (Case study from Afghanistan)
Sardar Naeem Hakimzai
Lecturer at Nangarhar University, Department of Finance and Banking Graduate: Ruhr University Bochum, Germany (2017)
DOI : https://doi.org/10.47191/ijsshr/v6-i4-15

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ABSTRACT

The mismatch of education, especially over-education, leads to inefficient allocation of scarce resources and becomes a public policy problem. The purpose of this study is to analyze the impact of educational-job mismatch on firm productivity. For this, we used a panel dataset for the period 2010-2016 obtained from the Central Statistical Organization (CSO) of Afghanistan, the World Bank database, and the Ministry of Labor and social welfare. Methodologically, we aggregated at the company level using the ORU (Overeducation, Required Education. and Undereducation) criteria. We also applied the OLS model, a fixed effects model, and a GMM estimator for dynamic systems. We investigate the significantly positive impact of university-level demands on company productivity while attempting to control for simultaneity concerns, unobserved work values that do not change over time, peer group consequences, and the interplay of the production process of adjustment; additional or longer periods of over-education or over-skilling (for younger as well as older workers) are detrimental to company productivity; additional years of under-education and under-skilling (for young employees) are not good (bad) for enterprises productivity. Governments should use greater levels of education and over-education of young and elderly employees as a policy instrument to boost productivity. The Generalized method of moments (GMM) approach is used in this work, which adds to the Afghan literature.

KEYWORDS:

Educational-job mismatch, Over-education/over-schooling, productivity, Panel data, GMM estimator, Afghanistan JEL Classification: A20, I21, J24

REFERENCES

1) Acar, E.Ö. (2017). THE EFFECTS OF EDUCATION-JOB MISMATCH ON WAGES: A PANEL ANALYSIS OF THE TURKISH LABOR MARKET. International Journal of Economic and Admirative Studies, 18, 341-343. Retrieved 07, 25, 2021. https://api.semanticscholar.org/CorpusID:158403581

2) Allen, J. and van der Velden, R. (2001). “Education Mismatches Versus Skill Mismatches: Effects on Wage, Job Satisfaction, and On-the-Job Search,” Oxford Economics Papers, 53, 435-451. https://doi.org/10.1093/oep/53.3.434

3) Arellano, M., & Bond, S. (1991). Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. Review of Economic Studies, 58, 277-297. https://doi.org/10.2307/2297968

4) Arellano, M., & Bover, O. (1995). Another look at the instrumental variable estimation of error components models. Journal of Econometrics, 68, 29-51. https://doi.org/10.1016/0304-4076(94)01642-d

5) Battu, H., Seaman, P., & Sloane, P. (1999). Overeducation, undereducation and the British labour market. Applied Economics, 31, 1437-1453. https://doi.org/10.1080/000368499323319

6) Blanchflower, D., & Bryson, A. (2010). The wage impact of trade unions in the UK public and private sectors. Economica, 77,93-108. https://doi.org/10.1111/j.1468-0335.2008.00726.x

7) Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87 (1), 116-142.

8) https://doi.org/10.1016/s0304-4076(98)00009-8

9) Büchel, F. (2002). The effects of overeducation on productivity in Germany – The firms’ viewpoint. Economics of Education Review, 21, 263-275. https://doi.org/10.1016/s0272-7757(01)00020-6

10) Capsada-Munsech, Q. (2017). Overeducation: Concept, theories, and empirical evidence. Sociology Compass, 11 (10). https://doi.org/10.1111/soc4.12518

11) European Commission (2012). Education and Training-Monitor 2012. Luxembourg: Publication’s office of the European union. http://aei.pitt.edu/id/eprint/50583

12) European Commission (2009), New Skills for New Jobs; Anticipating and Matching Labor Market and Skill Needs, Luxembourg. https://data.europa.eu/doi/10.2767/17760

13) Farooq, S. (2015). Job mismatches in Pakistan: is there some wage penalty to graduates. Pakistan Development Review, 54(2), 147. https://doi.org/10.30541/v54i2pp.147-164.

14) Gutier, P., van den Ber, G., van Ours, J., & Ridder, G. (2002). Worker turnover at the firm level and crowding out of lower educated workers. European Economic Review, 46 (3), 523-538. https://doi.org/10.1016/s0014-2921(01)00140-4

15) Green F. and Zhu Y. (2010). “Overqualification, Job Dissatisfaction, and Increasing Dispersion in the Returns to Graduate Education”, Oxford Economic Papers, 62(4), 741-755. https://doi.org/10.1093/oep/gpq002

16) Green F. and McIntosh S. (2007). “Is There a Genuine Under-utilization of Skills amongst the Overqualified?”, Applied Economics, 39(4), 428-437. https://doi.org/10.1080/00036840500427700

17) Göbel, C., & Zwick, T. (2012). Age and productivity: Sector differences. Economist, 160(1), 36-56. https://doi.org/10.1007/s10645-011-9173-6

18) Hartog, J. (2000). Over-education and earnings: Where are we, where should we go? Economics of Education Review, 19, 131-147. https://doi.org/10.1016/s0272-7757(99)00050-3

19) Hersch, J. (1991). Education match and job match. Review of Economics and Statistics, 73, 140-144. https://doi.org/10.2307/2109696

20) Linsley, I. (2005). Causes of Overeducation in the Australian Labour Market. Australian Journal of Labour Economics, 8(2), 121–143.

21) https://www.researchgate.net/publication/46557524

22) Mahy, B., Rycx, F., & Vermeylen, G. (2015). Educatioanl Mismatch and Firm Productivity: Do Skills, Technology and Uncertainty Matter? De Economicst, 3-5. Accessed 07,20,2020. https://doi.org/10.2139/ssrn.2578237

23) Mavromaras, Kostas, Seamus McGuinness, Nigel O’Leary, Peter Sloane, and Zhang Wei. 2013. “Job Mismatches and Labour Market Outcomes: Panel Evidence on University Graduates.” Economic Record 89 (286): 382–95. https://doi.org/10.1111/1475-4932.12054

24) Mavromaras, K., McGuinness, S., O’Leary, N., Sloane, P. and Y. K. Fok (2010) “The Problem of Overskilling in Australia and Britain.” The Manchester School, 40(3), 219-241. https://doi.org/10.1111/j.1467-9957.2009.02136.x

25) Mavromaras, K., & McGuinness, S. (2012). Overskilling dynamics and education pathways. Economics of Education Review, 31, 620-627. https://doi.org/10.1016/j.econedurev.2012.02.006

26) Mendes de Oliveira, Manuel, Maria Clementina Santos, and B.F. Kiker. 2000. “The Role of Human Capital and Technological Change in Overeducation.” Economics of Education Review 19 (2): 199– 206. https://doi.org/10.1016/s0272-7757(99)00020-5

27) McGuinness, S. (2006). Overeducation in the labour market. Journal of Economic Surveys, 20 (3), 387-418. https://doi.org/10.1111/j.0950-0804.2006.00284.x

28) McGuinness, S., & Sloane, P. (2011). Labour market mismatch among UK graduates: An analysis using REFLEX data. Economics of Education Review, 30, 130-145. https://doi.org/10.1016/j.econedurev.2010.07.006

29) Mortensen, D. (2003). Wage Dispersion: Why are Similar Workers Paid Differently? Cambridge: MIT Press. https://doi.org/10.7551/mitpress/7147.001.0001

30) Robst, J. (2007). Education and job match: The relatedness of college major and work. Economics of Education Review, 26 (4), 398-407. https://doi.org/10.1016/j.econedurev.2006.08.003

31) Roodman, D. (2009). How to do xtabond2: an introduction to difference and system GMM in Stata. Stata Journal, 9 (1), 86-136. https://doi.org/10.1177/1536867x0900900106

32) Rumberger, R.W. (1981). The rising incidence of overeducation in the US labor market. Economics of Education Review, 1 (3), 293- 314.https://doi.org/10.1016/0272-7757(81)90001-7

33) Rumberger, R. (1987). The impact of surplus schooling on productivity and earnings. Journal of Human Resources, 22, 24-50. https://doi.org/10.2307/145865

34) Sattinger, M. (1993). Assignment Models of the Distribution of Earnings. Journal of Economic Literature, 31(2), 831-880. https://www.jstor.org/stable/2728516

35) Sicherman, N., & Galor, O. (1990). A Theory of Career Mobility. Journal of Political Economy, 98, 169-192. https://doi.org/10.1086/261674

36) Spence, M. (1973). Job market signalling. Quarterly Journal of Economics, 87, 355-374.

37) http://links.jstor.org/sici?sici=0033-5533%28197308%2987%3A3%3C355%3AJMS%3E2.0.CO%3B2-3

38) Verhaest, D., & Omey, E. (2006). The impact of overeducation and its measurement. Social Indicators Research, 77, 419- 448. https://doi.org/10.1007/s11205-005-4276-6

VOlUME 06 ISSUE 04 APRIL 2023

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